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<div class="title">cudnn_frontend_Operation.h</div>  </div>
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<a href="../../da/d5a/cudnn__frontend__Operation_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * copy of this software and associated documentation files (the &quot;Software&quot;),</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * to deal in the Software without restriction, including without limitation</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * the rights to use, copy, modify, merge, publish, distribute, sublicense,</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * and/or sell copies of the Software, and to permit persons to whom the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * Software is furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> * all copies or substantial portions of the Software.</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * DEALINGS IN THE SOFTWARE.</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor">#include &lt;array&gt;</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#include &lt;memory&gt;</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#include &lt;sstream&gt;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#include &lt;cudnn.h&gt;</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#include &lt;cudnn_backend.h&gt;</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d1/de7/cudnn__frontend__ConvDesc_8h.html">cudnn_frontend_ConvDesc.h</a>&quot;</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h.html">cudnn_frontend_PointWiseDesc.h</a>&quot;</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/d32/cudnn__frontend__MatMulDesc_8h.html">cudnn_frontend_MatMulDesc.h</a>&quot;</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../db/da7/cudnn__frontend__ReductionDesc_8h.html">cudnn_frontend_ReductionDesc.h</a>&quot;</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d3/d98/cudnn__frontend__Tensor_8h.html">cudnn_frontend_Tensor.h</a>&quot;</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a>&quot;</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a> {</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">   67</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> : <span class="keyword">public</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">BackendDescriptor</a> {</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160; 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       ss &lt;&lt; <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION :&quot;</span></div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;           &lt;&lt; <span class="stringliteral">&quot; OpMode: &quot;</span> &lt;&lt; <a class="code" href="../../d3/d9b/namespacenlohmann.html#a6ce645a0b8717757e096a5b5773b7a16">std::to_string</a>(<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a>);</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; X &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; Y &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160; 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       <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    }</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00236"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga35fa5c453a6cd989f35e47c29e6ec665">  236</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga35fa5c453a6cd989f35e47c29e6ec665">setdxDesc</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <span class="keyword">const</span> &amp;tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> = tensor.get_desc();</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160; 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       <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;    }</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00247"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#gaa82e018b6a9d514ad912b922f43adad2">  247</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#gaa82e018b6a9d514ad912b922f43adad2">setcDesc</a>(<a class="code" href="../../d6/d73/classcudnn__frontend_1_1ConvDesc__v8.html">ConvDesc_v8</a> <span class="keyword">const</span> &amp;conv) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160; 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           <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;                &amp;m_operation,</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION_*_DESCRIPTOR: Non Matmul operation does not need a Matrix Tensor&quot;</span>);</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;        }</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">amatdesc</a> = tensor.get_desc();</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160; 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       m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">pointwise_port_count</a> = pointWiseDesc.getPortCount();</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a>       = pointWiseDesc.getPointWiseMode();</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a2e1e0fb15b7df300945cae2347db635a">is_pointwise_math_op</a> = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ADD) ||</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_MUL) ||</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_MIN) ||</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_MAX) ||</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SQRT));</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a12d0d0fa40152f5205570f40e681795f">is_pointwise_activation_fwd_op</a> = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_RELU_FWD) ||</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_TANH_FWD) ||</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SIGMOID_FWD) ||</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ELU_FWD) ||</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_GELU_FWD) ||</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SOFTPLUS_FWD) ||</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SWISH_FWD));</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a> = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_RELU_BWD) ||</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_TANH_BWD) ||</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SIGMOID_BWD) ||</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ELU_BWD) ||</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_GELU_BWD) ||</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SOFTPLUS_BWD) ||</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SWISH_BWD));</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;    }</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00350"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#gab4241b96e7374d821681e97259d39d83">  350</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#gab4241b96e7374d821681e97259d39d83">setAlpha</a>(<span class="keywordtype">float</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> = CUDNN_TYPE_FLOAT;</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>       = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>       = alpha;</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;    }</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00357"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga3c63744504f65383ce0b847bea804e3f">  357</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga3c63744504f65383ce0b847bea804e3f">setAlpha</a>(<span class="keywordtype">double</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> = CUDNN_TYPE_DOUBLE;</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>       = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>       = alpha;</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;    }</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00364"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga06cdcfeda1b702412be41addd73bb947">  364</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga06cdcfeda1b702412be41addd73bb947">setAlpha2</a>(<span class="keywordtype">float</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> = CUDNN_TYPE_FLOAT;</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">alpha2_d</a>      = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">alpha2_s</a>      = alpha;</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;    }</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00371"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga459671e9d26640528fcf683aaeef05df">  371</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga459671e9d26640528fcf683aaeef05df">setAlpha2</a>(<span class="keywordtype">double</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> = CUDNN_TYPE_DOUBLE;</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">alpha2_s</a>      = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">alpha2_d</a>      = alpha;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160; 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       m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>        = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(beta);</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">beta_s</a>        = beta;</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;    }</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00385"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga29752062b7308c8da0e625eb35431652">  385</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga29752062b7308c8da0e625eb35431652">setBeta</a>(<span class="keywordtype">double</span> beta) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> = CUDNN_TYPE_DOUBLE;</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">beta_s</a>        = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(beta);</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>        = beta;</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;    }</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;</div><div class="line"><a name="l00392"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga425dd00708eaaadffe1c83ef356dc333">  392</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga425dd00708eaaadffe1c83ef356dc333">OperationBuilder_v8</a>(cudnnBackendDescriptorType_t mode) {</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> = mode;</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;        is_convolution_op   = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_FORWARD_DESCRIPTOR) ||</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;                             (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_FILTER_DESCRIPTOR) ||</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;                             (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_DATA_DESCRIPTOR));</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;        is_pointwise_op = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_POINTWISE_DESCRIPTOR);</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;        is_matmul_op    = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_MATMUL_DESCRIPTOR);</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;        is_reduction_op = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_REDUCTION_DESCRIPTOR);</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;    }</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp;</div><div class="line"><a name="l00407"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa0df558c603d8316dd3eb2d5bfd67c9d">  407</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa0df558c603d8316dd3eb2d5bfd67c9d">build</a>() {</div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;                &amp;m_operation, m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Operation not initialized properly&quot;</span>);</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;        }</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;        <span class="keywordflow">if</span> (is_convolution_op) {</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_CONV_DESC&quot;</span>);</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;            }</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_FORWARD_DESCRIPTOR) {</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160; 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                                                 CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;                                                  <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Ambiguous specification. Choose and Set &quot;</span></div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;                                                  <span class="stringliteral">&quot;only one of setyDesc() or setdyDesc()&quot;</span>);</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;                }</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Choose and Set one of setyDesc() or setdyDesc()&quot;</span>);</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;                }</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_X&quot;</span>);</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;                }</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a> != <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">dwdesc</a> != <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation,</div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;                                                  CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;                                                  <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Ambiguous specification. 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Choose and Set &quot;</span></div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;                                                  <span class="stringliteral">&quot;only one of setyDesc() or setdyDesc()&quot;</span>);</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;                }</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Choose and Set one of setyDesc() or setdyDesc()&quot;</span>);</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;                }</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_W&quot;</span>);</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;                }</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> != <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> != <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation,</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;                                                  CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;                                                  <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Ambiguous specification. Choose and Set &quot;</span></div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;                                                  <span class="stringliteral">&quot;only one of setxDesc() or setdxDesc()&quot;</span>);</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;                }</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Choose and Set one of setxDesc() or setdxDesc()&quot;</span>);</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;                }</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;            } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation,</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;                                              CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;                                              <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Unsupported convolution operation. Check and &quot;</span></div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;                                              <span class="stringliteral">&quot;set CUDNN_BACKEND_OPERATION_CONVOLUTION_*_DESCRIPTOR&quot;</span>);</div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;            }</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (is_pointwise_op) {</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_XDESC&quot;</span>);</div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;            }</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a2e1e0fb15b7df300945cae2347db635a">is_pointwise_math_op</a>) {</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">pointwise_port_count</a> == 3 &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1305e0cdaeb029fd52eb189254afe18c">bdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_BDESC&quot;</span>);</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;                }</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_YDESC&quot;</span>);</div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;                }</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;            } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a12d0d0fa40152f5205570f40e681795f">is_pointwise_activation_fwd_op</a>) {</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_YDESC&quot;</span>);</div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;                }</div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;            } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a>) {</div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_DYDESC&quot;</span>);</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;                }</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;                <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;                        CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_DXDESC&quot;</span>);</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;                }</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;            } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Unsupported cudnn pointwise mode. Check and set CUDNN_POINTWISE_*&quot;</span>);</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;            }</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (is_matmul_op) {</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">matmuldesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_DESC&quot;</span>);</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;            }</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">amatdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_ADESC&quot;</span>);</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;            }</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0945c6296efc14ffc41122aaae3946b8">bmatdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_BDESC&quot;</span>);</div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;            }</div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adea4f5ef82e61fc375fd2c3ee8e92147">cmatdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_CDESC&quot;</span>);</div><div class="line"><a name="l00606"></a><span class="lineno">  606</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;            }</div><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (is_reduction_op) {</div><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">reductiondesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_REDUCTION_DESC&quot;</span>);</div><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;            }</div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_REDUCTION_XDESC&quot;</span>);</div><div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;            }</div><div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00626"></a><span class="lineno">  626</span>&#160;                    CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_REDUCTION_YDESC&quot;</span>);</div><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;            }</div><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;        } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation,</div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;                                          CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;                                          <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION_DESCRIPTOR: Unsupported cudnn backend descriptor &quot;</span></div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;                                          <span class="stringliteral">&quot;type. Check and set CUDNN_BACKEND_OPERATION_*_DESCRIPTOR&quot;</span>);</div><div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00636"></a><span class="lineno">  636</span>&#160;        }</div><div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;</div><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;        <span class="comment">// Create the descriptor.</span></div><div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a070df0d11a52793ce9480dbdcee0c24e">initialize_managed_backend_pointer</a>(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a>);</div><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnCreate Failed&quot;</span>);</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;        }</div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;</div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_FORWARD_DESCRIPTOR) {</div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ConvFwd&quot;</span>;</div><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;</div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_X,</div><div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;                                              1,</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_X Failed&quot;</span>);</div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;            }</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_W,</div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;                                              1,</div><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_W Failed&quot;</span>);</div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;            }</div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_Y,</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;                                              1,</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_Y Failed&quot;</span>);</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;            }</div><div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_CONV_DESC,</div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;                                              1,</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_CONV_DESC Failed&quot;</span>);</div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;            }</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;            <span class="keywordtype">void</span> *alpha = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>)</div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;                                                                         : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>));</div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;            <span class="keywordtype">void</span> *beta = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">beta_s</a>)</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;                                                                        : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>));</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_ALPHA,</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00703"></a><span class="lineno">  703</span>&#160;                                              1,</div><div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;                                              alpha);</div><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_ALPHA Failed&quot;</span>);</div><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;            }</div><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_BETA,</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;                                              1,</div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;                                              beta);</div><div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_BETA Failed&quot;</span>);</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;            }</div><div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_FILTER_DESCRIPTOR) {</div><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ConvBwdFilter&quot;</span>;</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_X,</div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;                                              1,</div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_X Failed&quot;</span>);</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;            }</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;            <span class="keyword">auto</span> dwdesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">dwdesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">dwdesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a>;</div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DW,</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;                                              1,</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;                                              &amp;(dwdesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DW Failed&quot;</span>);</div><div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;            }</div><div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;</div><div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;            <span class="keyword">auto</span> dydesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>;</div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DY,</div><div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;                                              1,</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;                                              &amp;(dydesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DY Failed&quot;</span>);</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;            }</div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;</div><div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_CONV_DESC,</div><div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;                                              1,</div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation,</div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;                                              <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;                                              <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute &quot;</span></div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;                                              <span class="stringliteral">&quot;CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_CONV_DESC Failed&quot;</span>);</div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;            }</div><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;            <span class="keywordtype">void</span> *alpha = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>)</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;                                                                         : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>));</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;            <span class="keywordtype">void</span> *beta = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">beta_s</a>)</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;                                                                        : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>));</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_ALPHA,</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;                                              1,</div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;                                              alpha);</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_ALPHA Failed&quot;</span>);</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;            }</div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_BETA,</div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;                                              1,</div><div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;                                              beta);</div><div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_BETA Failed&quot;</span>);</div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160;            }</div><div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_DATA_DESCRIPTOR) {</div><div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ConvBwdData&quot;</span>;</div><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;            <span class="keyword">auto</span> dxdesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>;</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_DX,</div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;                                              1,</div><div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;                                              &amp;(dxdesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_DX Failed&quot;</span>);</div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;            }</div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;</div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_W,</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;                                              1,</div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_W Failed&quot;</span>);</div><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;            }</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;            <span class="keyword">auto</span> dydesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>;</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_DY,</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;                                              1,</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;                                              &amp;(dydesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_DY Failed&quot;</span>);</div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;            }</div><div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;</div><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_CONV_DESC,</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;                                              1,</div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00860"></a><span class="lineno">  860</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00861"></a><span class="lineno">  861</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_CONV_DESC Failed&quot;</span>);</div><div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;            }</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;</div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;            <span class="keywordtype">void</span> *alpha = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>)</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;                                                                         : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>));</div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;            <span class="keywordtype">void</span> *beta = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">beta_s</a>)</div><div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;                                                                        : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>));</div><div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_ALPHA,</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;                                              1,</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;                                              alpha);</div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_ALPHA Failed&quot;</span>);</div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;            }</div><div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;                                              CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_BETA,</div><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;                                              1,</div><div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;                                              beta);</div><div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00887"></a><span class="lineno">  887</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00888"></a><span class="lineno">  888</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_BETA Failed&quot;</span>);</div><div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;            }</div><div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_POINTWISE_DESCRIPTOR) {</div><div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;            <span class="keywordflow">switch</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a>) {</div><div class="line"><a name="l00895"></a><span class="lineno">  895</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_ADD:</div><div class="line"><a name="l00896"></a><span class="lineno">  896</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Add&quot;</span>;</div><div class="line"><a name="l00897"></a><span class="lineno">  897</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_MUL:</div><div class="line"><a name="l00899"></a><span class="lineno">  899</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Mul&quot;</span>;</div><div class="line"><a name="l00900"></a><span class="lineno">  900</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00901"></a><span class="lineno">  901</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_MIN:</div><div class="line"><a name="l00902"></a><span class="lineno">  902</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Min&quot;</span>;</div><div class="line"><a name="l00903"></a><span class="lineno">  903</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00904"></a><span class="lineno">  904</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_MAX:</div><div class="line"><a name="l00905"></a><span class="lineno">  905</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Max&quot;</span>;</div><div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00907"></a><span class="lineno">  907</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_SQRT:</div><div class="line"><a name="l00908"></a><span class="lineno">  908</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Sqrt&quot;</span>;</div><div class="line"><a name="l00909"></a><span class="lineno">  909</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_RELU_FWD:</div><div class="line"><a name="l00911"></a><span class="lineno">  911</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ReluFwd&quot;</span>;</div><div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_TANH_FWD:</div><div class="line"><a name="l00914"></a><span class="lineno">  914</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;TanhFwd&quot;</span>;</div><div class="line"><a name="l00915"></a><span class="lineno">  915</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_SIGMOID_FWD:</div><div class="line"><a name="l00917"></a><span class="lineno">  917</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SigmoidFwd&quot;</span>;</div><div class="line"><a name="l00918"></a><span class="lineno">  918</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00919"></a><span class="lineno">  919</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_ELU_FWD:</div><div class="line"><a name="l00920"></a><span class="lineno">  920</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;EluFwd&quot;</span>;</div><div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_GELU_FWD:</div><div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;GeluFwd&quot;</span>;</div><div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00925"></a><span class="lineno">  925</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_SOFTPLUS_FWD:</div><div class="line"><a name="l00926"></a><span class="lineno">  926</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SoftplusFwd&quot;</span>;</div><div class="line"><a name="l00927"></a><span class="lineno">  927</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00928"></a><span class="lineno">  928</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_SWISH_FWD:</div><div class="line"><a name="l00929"></a><span class="lineno">  929</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SwishFwd&quot;</span>;</div><div class="line"><a name="l00930"></a><span class="lineno">  930</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00931"></a><span class="lineno">  931</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_RELU_BWD:</div><div class="line"><a name="l00932"></a><span class="lineno">  932</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ReluBwd&quot;</span>;</div><div class="line"><a name="l00933"></a><span class="lineno">  933</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00934"></a><span class="lineno">  934</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_TANH_BWD:</div><div class="line"><a name="l00935"></a><span class="lineno">  935</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;TanhBwd&quot;</span>;</div><div class="line"><a name="l00936"></a><span class="lineno">  936</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00937"></a><span class="lineno">  937</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_SIGMOID_BWD:</div><div class="line"><a name="l00938"></a><span class="lineno">  938</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SigmoidBwd&quot;</span>;</div><div class="line"><a name="l00939"></a><span class="lineno">  939</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00940"></a><span class="lineno">  940</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_ELU_BWD:</div><div class="line"><a name="l00941"></a><span class="lineno">  941</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;EluBwd&quot;</span>;</div><div class="line"><a name="l00942"></a><span class="lineno">  942</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00943"></a><span class="lineno">  943</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_GELU_BWD:</div><div class="line"><a name="l00944"></a><span class="lineno">  944</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;GeluBwd&quot;</span>;</div><div class="line"><a name="l00945"></a><span class="lineno">  945</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00946"></a><span class="lineno">  946</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_SOFTPLUS_BWD:</div><div class="line"><a name="l00947"></a><span class="lineno">  947</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SoftplusBwd&quot;</span>;</div><div class="line"><a name="l00948"></a><span class="lineno">  948</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00949"></a><span class="lineno">  949</span>&#160;                <span class="keywordflow">case</span> CUDNN_POINTWISE_SWISH_BWD:</div><div class="line"><a name="l00950"></a><span class="lineno">  950</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SwishBwd&quot;</span>;</div><div class="line"><a name="l00951"></a><span class="lineno">  951</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00952"></a><span class="lineno">  952</span>&#160;                <span class="keywordflow">default</span>:</div><div class="line"><a name="l00953"></a><span class="lineno">  953</span>&#160;                    m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;OtherOp&quot;</span>;</div><div class="line"><a name="l00954"></a><span class="lineno">  954</span>&#160;                    <span class="keywordflow">break</span>;</div><div class="line"><a name="l00955"></a><span class="lineno">  955</span>&#160;            }</div><div class="line"><a name="l00956"></a><span class="lineno">  956</span>&#160;</div><div class="line"><a name="l00957"></a><span class="lineno">  957</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00958"></a><span class="lineno">  958</span>&#160;                                              CUDNN_ATTR_OPERATION_POINTWISE_PW_DESCRIPTOR,</div><div class="line"><a name="l00959"></a><span class="lineno">  959</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00960"></a><span class="lineno">  960</span>&#160;                                              1,</div><div class="line"><a name="l00961"></a><span class="lineno">  961</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aac54965185417e264093156b143a3751">pwdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00962"></a><span class="lineno">  962</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00963"></a><span class="lineno">  963</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00964"></a><span class="lineno">  964</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00965"></a><span class="lineno">  965</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00966"></a><span class="lineno">  966</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_PW_DESCRIPTOR Failed&quot;</span>);</div><div class="line"><a name="l00967"></a><span class="lineno">  967</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00968"></a><span class="lineno">  968</span>&#160;            }</div><div class="line"><a name="l00969"></a><span class="lineno">  969</span>&#160;</div><div class="line"><a name="l00970"></a><span class="lineno">  970</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00971"></a><span class="lineno">  971</span>&#160;                                              CUDNN_ATTR_OPERATION_POINTWISE_XDESC,</div><div class="line"><a name="l00972"></a><span class="lineno">  972</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00973"></a><span class="lineno">  973</span>&#160;                                              1,</div><div class="line"><a name="l00974"></a><span class="lineno">  974</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00975"></a><span class="lineno">  975</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00976"></a><span class="lineno">  976</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00977"></a><span class="lineno">  977</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00978"></a><span class="lineno">  978</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00979"></a><span class="lineno">  979</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_XDESC Failed&quot;</span>);</div><div class="line"><a name="l00980"></a><span class="lineno">  980</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00981"></a><span class="lineno">  981</span>&#160;            }</div><div class="line"><a name="l00982"></a><span class="lineno">  982</span>&#160;</div><div class="line"><a name="l00983"></a><span class="lineno">  983</span>&#160;            <span class="keywordflow">if</span> (!m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a>) {</div><div class="line"><a name="l00984"></a><span class="lineno">  984</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00985"></a><span class="lineno">  985</span>&#160;                                                  CUDNN_ATTR_OPERATION_POINTWISE_YDESC,</div><div class="line"><a name="l00986"></a><span class="lineno">  986</span>&#160;                                                  CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00987"></a><span class="lineno">  987</span>&#160;                                                  1,</div><div class="line"><a name="l00988"></a><span class="lineno">  988</span>&#160;                                                  &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00989"></a><span class="lineno">  989</span>&#160;                <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00990"></a><span class="lineno">  990</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00991"></a><span class="lineno">  991</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00992"></a><span class="lineno">  992</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00993"></a><span class="lineno">  993</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_YDESC Failed&quot;</span>);</div><div class="line"><a name="l00994"></a><span class="lineno">  994</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00995"></a><span class="lineno">  995</span>&#160;                }</div><div class="line"><a name="l00996"></a><span class="lineno">  996</span>&#160;            } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00997"></a><span class="lineno">  997</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00998"></a><span class="lineno">  998</span>&#160;                                                  CUDNN_ATTR_OPERATION_POINTWISE_DYDESC,</div><div class="line"><a name="l00999"></a><span class="lineno">  999</span>&#160;                                                  CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160;                                                  1,</div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160;                                                  &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>&#160;                <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_DYDESC Failed&quot;</span>);</div><div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160;                }</div><div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;</div><div class="line"><a name="l01010"></a><span class="lineno"> 1010</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01011"></a><span class="lineno"> 1011</span>&#160;                                                  CUDNN_ATTR_OPERATION_POINTWISE_DXDESC,</div><div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160;                                                  CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160;                                                  1,</div><div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160;                                                  &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160;                <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_DXDESC Failed&quot;</span>);</div><div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160;                }</div><div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160;            }</div><div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160;</div><div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160;            <span class="keywordtype">void</span> *alpha = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>)</div><div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160;                                                                         : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>));</div><div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>&#160;            <span class="keywordtype">void</span> *alpha2 = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">alpha2_s</a>)</div><div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160;                                                                          : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">alpha2_d</a>));</div><div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160;                                              CUDNN_ATTR_OPERATION_POINTWISE_ALPHA1,</div><div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160;                                              1,</div><div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160;                                              alpha);</div><div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_ALPHA1 Failed&quot;</span>);</div><div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;            }</div><div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160;                                              CUDNN_ATTR_OPERATION_POINTWISE_ALPHA2,</div><div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160;                                              m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;                                              1,</div><div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;                                              alpha2);</div><div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_ALPHA2 Failed&quot;</span>);</div><div class="line"><a name="l01050"></a><span class="lineno"> 1050</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01051"></a><span class="lineno"> 1051</span>&#160;            }</div><div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>&#160;</div><div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">pointwise_port_count</a> == 3 &amp;&amp; !m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a>) {</div><div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>&#160;                                                  CUDNN_ATTR_OPERATION_POINTWISE_BDESC,</div><div class="line"><a name="l01056"></a><span class="lineno"> 1056</span>&#160;                                                  CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>&#160;                                                  1,</div><div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>&#160;                                                  &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1305e0cdaeb029fd52eb189254afe18c">bdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01059"></a><span class="lineno"> 1059</span>&#160;                <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01060"></a><span class="lineno"> 1060</span>&#160;                    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_BDESC Failed&quot;</span>);</div><div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>&#160;                    <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160;                }</div><div class="line"><a name="l01066"></a><span class="lineno"> 1066</span>&#160;            }</div><div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_MATMUL_DESCRIPTOR) {</div><div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Matmul&quot;</span>;</div><div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>                   = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;                                              CUDNN_ATTR_OPERATION_MATMUL_ADESC,</div><div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;                                              1,</div><div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">amatdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01076"></a><span class="lineno"> 1076</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01077"></a><span class="lineno"> 1077</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_ADESC Failed&quot;</span>);</div><div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160;            }</div><div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160;                                              CUDNN_ATTR_OPERATION_MATMUL_BDESC,</div><div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;                                              1,</div><div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0945c6296efc14ffc41122aaae3946b8">bmatdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_BDESC Failed&quot;</span>);</div><div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>&#160;            }</div><div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>&#160;                                              CUDNN_ATTR_OPERATION_MATMUL_CDESC,</div><div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;                                              1,</div><div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adea4f5ef82e61fc375fd2c3ee8e92147">cmatdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01102"></a><span class="lineno"> 1102</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_CDESC Failed&quot;</span>);</div><div class="line"><a name="l01103"></a><span class="lineno"> 1103</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01104"></a><span class="lineno"> 1104</span>&#160;            }</div><div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;                                              CUDNN_ATTR_OPERATION_MATMUL_DESC,</div><div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01108"></a><span class="lineno"> 1108</span>&#160;                                              1,</div><div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">matmuldesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01114"></a><span class="lineno"> 1114</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_DESC Failed&quot;</span>);</div><div class="line"><a name="l01115"></a><span class="lineno"> 1115</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160;            }</div><div class="line"><a name="l01117"></a><span class="lineno"> 1117</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_REDUCTION_DESCRIPTOR) {</div><div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Reduction&quot;</span>;</div><div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;            <span class="keywordflow">if</span> ((cudnnGetVersion() / 100) == 81) {  <span class="comment">// workaround for cudnn 8.1</span></div><div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>&#160;                                                  CUDNN_ATTR_REDUCTION_OPERATOR,</div><div class="line"><a name="l01122"></a><span class="lineno"> 1122</span>&#160;                                                  CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01123"></a><span class="lineno"> 1123</span>&#160;                                                  1,</div><div class="line"><a name="l01124"></a><span class="lineno"> 1124</span>&#160;                                                  &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">reductiondesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01125"></a><span class="lineno"> 1125</span>&#160;            } <span class="keywordflow">else</span> {</div><div class="line"><a name="l01126"></a><span class="lineno"> 1126</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>&#160;                                                  CUDNN_ATTR_OPERATION_REDUCTION_DESC,</div><div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>&#160;                                                  CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01129"></a><span class="lineno"> 1129</span>&#160;                                                  1,</div><div class="line"><a name="l01130"></a><span class="lineno"> 1130</span>&#160;                                                  &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">reductiondesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01131"></a><span class="lineno"> 1131</span>&#160;            }</div><div class="line"><a name="l01132"></a><span class="lineno"> 1132</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01133"></a><span class="lineno"> 1133</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01135"></a><span class="lineno"> 1135</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_REDUCTION_DESC Failed&quot;</span>);</div><div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160;            }</div><div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160;                                              CUDNN_ATTR_OPERATION_REDUCTION_XDESC,</div><div class="line"><a name="l01141"></a><span class="lineno"> 1141</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>&#160;                                              1,</div><div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_REDUCTION_XDESC Failed&quot;</span>);</div><div class="line"><a name="l01149"></a><span class="lineno"> 1149</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01150"></a><span class="lineno"> 1150</span>&#160;            }</div><div class="line"><a name="l01151"></a><span class="lineno"> 1151</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l01152"></a><span class="lineno"> 1152</span>&#160;                                              CUDNN_ATTR_OPERATION_REDUCTION_YDESC,</div><div class="line"><a name="l01153"></a><span class="lineno"> 1153</span>&#160;                                              CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l01154"></a><span class="lineno"> 1154</span>&#160;                                              1,</div><div class="line"><a name="l01155"></a><span class="lineno"> 1155</span>&#160;                                              &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l01156"></a><span class="lineno"> 1156</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01157"></a><span class="lineno"> 1157</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01158"></a><span class="lineno"> 1158</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l01159"></a><span class="lineno"> 1159</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l01160"></a><span class="lineno"> 1160</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_REDUCTION_YDESC Failed&quot;</span>);</div><div class="line"><a name="l01161"></a><span class="lineno"> 1161</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01162"></a><span class="lineno"> 1162</span>&#160;            }</div><div class="line"><a name="l01163"></a><span class="lineno"> 1163</span>&#160;        }</div><div class="line"><a name="l01164"></a><span class="lineno"> 1164</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor());</div><div class="line"><a name="l01165"></a><span class="lineno"> 1165</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01166"></a><span class="lineno"> 1166</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnFinalize Failed&quot;</span>);</div><div class="line"><a name="l01167"></a><span class="lineno"> 1167</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01168"></a><span class="lineno"> 1168</span>&#160;        }</div><div class="line"><a name="l01169"></a><span class="lineno"> 1169</span>&#160;        <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01170"></a><span class="lineno"> 1170</span>&#160;    }</div><div class="line"><a name="l01171"></a><span class="lineno"> 1171</span>&#160;};</div><div class="line"><a name="l01172"></a><span class="lineno"> 1172</span>&#160;}</div><div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4f533db7bc67978d1ec1a475f4ab9e1c"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">cudnn_frontend::Operation_v8::alpha2_d</a></div><div class="ttdeci">double alpha2_d</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00160">cudnn_frontend_Operation.h:160</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaa82e018b6a9d514ad912b922f43adad2"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaa82e018b6a9d514ad912b922f43adad2">cudnn_frontend::OperationBuilder_v8::setcDesc</a></div><div class="ttdeci">auto setcDesc(ConvDesc_v8 const &amp;conv) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00247">cudnn_frontend_Operation.h:247</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a070df0d11a52793ce9480dbdcee0c24e"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a070df0d11a52793ce9480dbdcee0c24e">cudnn_frontend::BackendDescriptor::initialize_managed_backend_pointer</a></div><div class="ttdeci">cudnnStatus_t initialize_managed_backend_pointer(cudnnBackendDescriptorType_t type)</div><div class="ttdoc">Initializes the underlying managed descriptor. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00142">cudnn_backend_base.h:142</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_a011f392961f07ab6de46a080e9a652a2"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">cudnn_frontend::set_error_and_throw_exception</a></div><div class="ttdeci">static void set_error_and_throw_exception(BackendDescriptor const *desc, cudnnStatus_t status, const char *message)</div><div class="ttdef"><b>Definition:</b> <a href="../../df/d17/cudnn__frontend__utils_8h_source.html#l00060">cudnn_frontend_utils.h:60</a></div></div>
<div class="ttc" id="namespacenlohmann_html_a6ce645a0b8717757e096a5b5773b7a16"><div class="ttname"><a href="../../d3/d9b/namespacenlohmann.html#a6ce645a0b8717757e096a5b5773b7a16">nlohmann::to_string</a></div><div class="ttdeci">NLOHMANN_BASIC_JSON_TPL_DECLARATION std::string to_string(const NLOHMANN_BASIC_JSON_TPL &amp;j)</div><div class="ttdoc">user-defined to_string function for JSON values </div><div class="ttdef"><b>Definition:</b> <a href="../../d5/db8/json_8hpp_source.html#l25855">json.hpp:25855</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gab4241b96e7374d821681e97259d39d83"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gab4241b96e7374d821681e97259d39d83">cudnn_frontend::OperationBuilder_v8::setAlpha</a></div><div class="ttdeci">auto setAlpha(float alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00350">cudnn_frontend_Operation.h:350</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga35fa5c453a6cd989f35e47c29e6ec665"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga35fa5c453a6cd989f35e47c29e6ec665">cudnn_frontend::OperationBuilder_v8::setdxDesc</a></div><div class="ttdeci">auto setdxDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00236">cudnn_frontend_Operation.h:236</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga80466e517e980ba4953e085b3d4e3498"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga80466e517e980ba4953e085b3d4e3498">cudnn_frontend::OperationBuilder_v8::setwDesc</a></div><div class="ttdeci">auto setwDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00214">cudnn_frontend_Operation.h:214</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ab8c4c8c81e8cebc44cb725f4a4b4add9"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">cudnn_frontend::Operation_v8::is_pointwise_activation_bwd_op</a></div><div class="ttdeci">bool is_pointwise_activation_bwd_op</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00164">cudnn_frontend_Operation.h:164</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a2e1e0fb15b7df300945cae2347db635a"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a2e1e0fb15b7df300945cae2347db635a">cudnn_frontend::Operation_v8::is_pointwise_math_op</a></div><div class="ttdeci">bool is_pointwise_math_op</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00165">cudnn_frontend_Operation.h:165</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a5012e920483271f655bc04d6f52dc41f"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5012e920483271f655bc04d6f52dc41f">cudnn_frontend::Operation_v8::operator=</a></div><div class="ttdeci">Operation_v8 &amp; operator=(Operation_v8 const &amp;)=delete</div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">cudnn_frontend::Operation_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00067">cudnn_frontend_Operation.h:67</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga17475846760b10ffdfa536cd92a5b135"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga17475846760b10ffdfa536cd92a5b135">cudnn_frontend::OperationBuilder_v8::setbDesc</a></div><div class="ttdeci">auto setbDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00198">cudnn_frontend_Operation.h:198</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">cudnn_frontend::BackendDescriptor</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00097">cudnn_backend_base.h:97</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ad26bd872d417f6a9bff65768bb02e05f"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">cudnn_frontend::Operation_v8::wdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor wdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00145">cudnn_frontend_Operation.h:145</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_aee00f6897786ce0f16963a7d2f57a2f8"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">cudnn_frontend::Operation_v8::alpha_d</a></div><div class="ttdeci">double alpha_d</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00160">cudnn_frontend_Operation.h:160</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4f30409838436d0c4dea5271af86f9b7"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">cudnn_frontend::Operation_v8::dxdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor dxdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00148">cudnn_frontend_Operation.h:148</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga095c52c8f1b01ebb224265f9000195c0"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga095c52c8f1b01ebb224265f9000195c0">cudnn_frontend::OperationBuilder_v8::setaMatDesc</a></div><div class="ttdeci">auto setaMatDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00258">cudnn_frontend_Operation.h:258</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">cudnn_frontend::OperationBuilder_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00173">cudnn_frontend_Operation.h:173</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga3ca1f62832f998566c1b07b4b3c71db4"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga3ca1f62832f998566c1b07b4b3c71db4">cudnn_frontend::OperationBuilder_v8::setmatmulDesc</a></div><div class="ttdeci">auto setmatmulDesc(MatMulDesc_v8 const &amp;matmulDesc) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00291">cudnn_frontend_Operation.h:291</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a43cbfcab995a238e2001c4ec6543ae50"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">cudnn_frontend::Operation_v8::op_mode</a></div><div class="ttdeci">cudnnBackendDescriptorType_t op_mode</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00141">cudnn_frontend_Operation.h:141</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a1118f19807c9f58cc1d0892bdb1f8c94"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">cudnn_frontend::Operation_v8::beta_d</a></div><div class="ttdeci">double beta_d</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00160">cudnn_frontend_Operation.h:160</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">cudnn_frontend::PointWiseDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00055">cudnn_frontend_PointWiseDesc.h:55</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_aa0df558c603d8316dd3eb2d5bfd67c9d"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa0df558c603d8316dd3eb2d5bfd67c9d">cudnn_frontend::OperationBuilder_v8::build</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00407">cudnn_frontend_Operation.h:407</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga65a9ad73912ff46becc93ee451da6af5"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga65a9ad73912ff46becc93ee451da6af5">cudnn_frontend::OperationBuilder_v8::setBeta</a></div><div class="ttdeci">auto setBeta(float beta) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00378">cudnn_frontend_Operation.h:378</a></div></div>
<div class="ttc" id="cudnn__frontend__utils_8h_html"><div class="ttname"><a href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4a71d73a1231c39e51a74f750586a733"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">cudnn_frontend::Operation_v8::alpha_s</a></div><div class="ttdeci">float alpha_s</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00159">cudnn_frontend_Operation.h:159</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gae6b06877b2e675b2a390f0b122100669"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gae6b06877b2e675b2a390f0b122100669">cudnn_frontend::OperationBuilder_v8::setpwDesc</a></div><div class="ttdeci">auto setpwDesc(PointWiseDesc_v8 const &amp;pointWiseDesc) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00313">cudnn_frontend_Operation.h:313</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga06cdcfeda1b702412be41addd73bb947"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga06cdcfeda1b702412be41addd73bb947">cudnn_frontend::OperationBuilder_v8::setAlpha2</a></div><div class="ttdeci">auto setAlpha2(float alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00364">cudnn_frontend_Operation.h:364</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1ReductionDesc__v8_html"><div class="ttname"><a href="../../d4/df1/classcudnn__frontend_1_1ReductionDesc__v8.html">cudnn_frontend::ReductionDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../db/da7/cudnn__frontend__ReductionDesc_8h_source.html#l00048">cudnn_frontend_ReductionDesc.h:48</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga5e5d463d5531a9378280fa4b1aee6f63"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga5e5d463d5531a9378280fa4b1aee6f63">cudnn_frontend::OperationBuilder_v8::setdwDesc</a></div><div class="ttdeci">auto setdwDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00241">cudnn_frontend_Operation.h:241</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga904279a29c2c5c949a0e487dd573ae0a"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga904279a29c2c5c949a0e487dd573ae0a">cudnn_frontend::OperationBuilder_v8::setreductionDesc</a></div><div class="ttdeci">auto setreductionDesc(ReductionDesc_v8 const &amp;reductionDesc) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00302">cudnn_frontend_Operation.h:302</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a5c6b2986d2d703c672b5fc461f2eee05"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">cudnn_frontend::Operation_v8::pointwise_port_count</a></div><div class="ttdeci">int64_t pointwise_port_count</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00161">cudnn_frontend_Operation.h:161</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a0f14ddfbaae6e62375c46dd0d5ed993d"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">cudnn_frontend::Operation_v8::beta_s</a></div><div class="ttdeci">float beta_s</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00159">cudnn_frontend_Operation.h:159</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a09f5151a90f805d81550a30617bcec0c"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">cudnn_frontend::Operation_v8::pointwise_mode</a></div><div class="ttdeci">cudnnPointwiseMode_t pointwise_mode</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00162">cudnn_frontend_Operation.h:162</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_af34344e365e6422ee86955349bf80b49"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#af34344e365e6422ee86955349bf80b49">cudnn_frontend::BackendDescriptor::get_status</a></div><div class="ttdeci">cudnnStatus_t get_status() const</div><div class="ttdoc">Current status of the descriptor. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00112">cudnn_backend_base.h:112</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga29752062b7308c8da0e625eb35431652"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga29752062b7308c8da0e625eb35431652">cudnn_frontend::OperationBuilder_v8::setBeta</a></div><div class="ttdeci">auto setBeta(double beta) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00385">cudnn_frontend_Operation.h:385</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaa8eed29a0181e044ea0263ba655127ec"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaa8eed29a0181e044ea0263ba655127ec">cudnn_frontend::OperationBuilder_v8::setbMatDesc</a></div><div class="ttdeci">auto setbMatDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00269">cudnn_frontend_Operation.h:269</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a99735bf6f673f0e3346e9be611125e2f"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">cudnn_frontend::Operation_v8::reductiondesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor reductiondesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00156">cudnn_frontend_Operation.h:156</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ad45e7200660f993615e34ceeb9ec49c6"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad45e7200660f993615e34ceeb9ec49c6">cudnn_frontend::Operation_v8::Operation_v8</a></div><div class="ttdeci">Operation_v8(Operation_v8 &amp;&amp;from)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00095">cudnn_frontend_Operation.h:95</a></div></div>
<div class="ttc" id="cudnn__frontend__ReductionDesc_8h_html"><div class="ttname"><a href="../../db/da7/cudnn__frontend__ReductionDesc_8h.html">cudnn_frontend_ReductionDesc.h</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_ac94d582cdfa2adf3d68a4e675e5d69aa"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#ac94d582cdfa2adf3d68a4e675e5d69aa">cudnn_frontend::ManagedOpaqueDescriptor</a></div><div class="ttdeci">std::shared_ptr&lt; OpaqueBackendPointer &gt; ManagedOpaqueDescriptor</div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00082">cudnn_backend_base.h:82</a></div></div>
<div class="ttc" id="cudnn__frontend__PointWiseDesc_8h_html"><div class="ttname"><a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h.html">cudnn_frontend_PointWiseDesc.h</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga08f3d4cb5138174127d0f6899f7bc53b"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga08f3d4cb5138174127d0f6899f7bc53b">cudnn_frontend::OperationBuilder_v8::setdyDesc</a></div><div class="ttdeci">auto setdyDesc(ManagedOpaqueDescriptor const &amp;raw_tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00226">cudnn_frontend_Operation.h:226</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1ConvDesc__v8_html"><div class="ttname"><a href="../../d6/d73/classcudnn__frontend_1_1ConvDesc__v8.html">cudnn_frontend::ConvDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d1/de7/cudnn__frontend__ConvDesc_8h_source.html#l00054">cudnn_frontend_ConvDesc.h:54</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00027">cudnn_backend_base.h:27</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a3425a8550eb9f622dc4101d3d5d2c0e1"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3425a8550eb9f622dc4101d3d5d2c0e1">cudnn_frontend::Operation_v8::describe</a></div><div class="ttdeci">std::string describe() const override</div><div class="ttdoc">Return a string describing the backend Descriptor. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00071">cudnn_frontend_Operation.h:71</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a12d0d0fa40152f5205570f40e681795f"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a12d0d0fa40152f5205570f40e681795f">cudnn_frontend::Operation_v8::is_pointwise_activation_fwd_op</a></div><div class="ttdeci">bool is_pointwise_activation_fwd_op</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00163">cudnn_frontend_Operation.h:163</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4f565db1b8b85ea43d60631cd3414f47"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">cudnn_frontend::Operation_v8::dwdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor dwdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00149">cudnn_frontend_Operation.h:149</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_adea4f5ef82e61fc375fd2c3ee8e92147"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adea4f5ef82e61fc375fd2c3ee8e92147">cudnn_frontend::Operation_v8::cmatdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor cmatdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00153">cudnn_frontend_Operation.h:153</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga9e4a1e9a233b44cca5b65f0af172b001"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga9e4a1e9a233b44cca5b65f0af172b001">cudnn_frontend::OperationBuilder_v8::setdyDesc</a></div><div class="ttdeci">auto setdyDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00231">cudnn_frontend_Operation.h:231</a></div></div>
<div class="ttc" id="cudnn__frontend__Tensor_8h_html"><div class="ttname"><a href="../../d3/d98/cudnn__frontend__Tensor_8h.html">cudnn_frontend_Tensor.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">cudnn_frontend::Tensor_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00051">cudnn_frontend_Tensor.h:51</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a736317246d52e774170bc60511870932"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">cudnn_frontend::Operation_v8::operationTag</a></div><div class="ttdeci">std::string operationTag</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00166">cudnn_frontend_Operation.h:166</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_abfde0f34b0bf49c45d3d9c0408284f6f"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#abfde0f34b0bf49c45d3d9c0408284f6f">cudnn_frontend::BackendDescriptor::get_error</a></div><div class="ttdeci">const char * get_error() const</div><div class="ttdoc">Diagonistic error message if any. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00130">cudnn_backend_base.h:130</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a1305e0cdaeb029fd52eb189254afe18c"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1305e0cdaeb029fd52eb189254afe18c">cudnn_frontend::Operation_v8::bdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor bdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00146">cudnn_frontend_Operation.h:146</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a0414d5eb022c25584d60491f416e6449"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">cudnn_frontend::Operation_v8::alphabetaType</a></div><div class="ttdeci">cudnnBackendAttributeType_t alphabetaType</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00158">cudnn_frontend_Operation.h:158</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a01d1997ae84b86c0565351910bba3416"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">cudnn_frontend::Operation_v8::xdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor xdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00143">cudnn_frontend_Operation.h:143</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a810b2f50d53d6655c2048d3c3afbcfc4"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a810b2f50d53d6655c2048d3c3afbcfc4">cudnn_frontend::Operation_v8::Operation_v8</a></div><div class="ttdeci">Operation_v8()=default</div></div>
<div class="ttc" id="classcudnn__frontend_1_1MatMulDesc__v8_html"><div class="ttname"><a href="../../d6/db7/classcudnn__frontend_1_1MatMulDesc__v8.html">cudnn_frontend::MatMulDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d6/d32/cudnn__frontend__MatMulDesc_8h_source.html#l00047">cudnn_frontend_MatMulDesc.h:47</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_aac54965185417e264093156b143a3751"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aac54965185417e264093156b143a3751">cudnn_frontend::Operation_v8::pwdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor pwdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00154">cudnn_frontend_Operation.h:154</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4003061754cc4b0003a72cc474fca8d9"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">cudnn_frontend::Operation_v8::alpha2_s</a></div><div class="ttdeci">float alpha2_s</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00159">cudnn_frontend_Operation.h:159</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_adf6b55205eac4c52c0ab70e4758e33da"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">cudnn_frontend::Operation_v8::dydesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor dydesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00147">cudnn_frontend_Operation.h:147</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaefa06fdaae3b28c6ef08a0189e2a3d3a"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaefa06fdaae3b28c6ef08a0189e2a3d3a">cudnn_frontend::OperationBuilder_v8::setxDesc</a></div><div class="ttdeci">auto setxDesc(ManagedOpaqueDescriptor const &amp;raw_tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00187">cudnn_frontend_Operation.h:187</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaaf9d7cbc65c7c7526a6f15d4ad2952fa"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaaf9d7cbc65c7c7526a6f15d4ad2952fa">cudnn_frontend::OperationBuilder_v8::setcMatDesc</a></div><div class="ttdeci">auto setcMatDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00280">cudnn_frontend_Operation.h:280</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a8724628060c71b17e7458c01338b234a"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a8724628060c71b17e7458c01338b234a">cudnn_frontend::OperationBuilder_v8::m_operation</a></div><div class="ttdeci">Operation_v8 m_operation</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00175">cudnn_frontend_Operation.h:175</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga5910bc2209e1b648c1aa0edce7f11e01"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga5910bc2209e1b648c1aa0edce7f11e01">cudnn_frontend::OperationBuilder_v8::setyDesc</a></div><div class="ttdeci">auto setyDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00209">cudnn_frontend_Operation.h:209</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a0945c6296efc14ffc41122aaae3946b8"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0945c6296efc14ffc41122aaae3946b8">cudnn_frontend::Operation_v8::bmatdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor bmatdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00152">cudnn_frontend_Operation.h:152</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga04c2492a5376f1a74a57fb49fa7b3599"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga04c2492a5376f1a74a57fb49fa7b3599">cudnn_frontend::OperationBuilder_v8::setxDesc</a></div><div class="ttdeci">auto setxDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00193">cudnn_frontend_Operation.h:193</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a19856fbb973574342efedc43134af3a7"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cudnn_frontend::Operation_v8::cdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor cdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00150">cudnn_frontend_Operation.h:150</a></div></div>
<div class="ttc" id="cudnn__frontend__MatMulDesc_8h_html"><div class="ttname"><a href="../../d6/d32/cudnn__frontend__MatMulDesc_8h.html">cudnn_frontend_MatMulDesc.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ae5cba10d789e4d08b45339a702ba75f3"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae5cba10d789e4d08b45339a702ba75f3">cudnn_frontend::Operation_v8::getOutputTensor</a></div><div class="ttdeci">ManagedOpaqueDescriptor getOutputTensor()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00124">cudnn_frontend_Operation.h:124</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga459671e9d26640528fcf683aaeef05df"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga459671e9d26640528fcf683aaeef05df">cudnn_frontend::OperationBuilder_v8::setAlpha2</a></div><div class="ttdeci">auto setAlpha2(double alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00371">cudnn_frontend_Operation.h:371</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ac4b85cbb9ba522c98eb524a7712721af"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">cudnn_frontend::Operation_v8::matmuldesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor matmuldesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00155">cudnn_frontend_Operation.h:155</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a67d82f53ecbdfe2416d2a26410138d78"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a67d82f53ecbdfe2416d2a26410138d78">cudnn_frontend::Operation_v8::~Operation_v8</a></div><div class="ttdeci">~Operation_v8()=default</div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga425dd00708eaaadffe1c83ef356dc333"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga425dd00708eaaadffe1c83ef356dc333">cudnn_frontend::OperationBuilder_v8::OperationBuilder_v8</a></div><div class="ttdeci">OperationBuilder_v8(cudnnBackendDescriptorType_t mode)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00392">cudnn_frontend_Operation.h:392</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a81e9b10c7231ba9ffba37f7fab531a69"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">cudnn_frontend::Operation_v8::ydesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor ydesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00144">cudnn_frontend_Operation.h:144</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ab2692d9f28861a73d590a53f979d26fa"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab2692d9f28861a73d590a53f979d26fa">cudnn_frontend::Operation_v8::getTag</a></div><div class="ttdeci">std::string const  &amp; getTag() const</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00129">cudnn_frontend_Operation.h:129</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga3c63744504f65383ce0b847bea804e3f"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga3c63744504f65383ce0b847bea804e3f">cudnn_frontend::OperationBuilder_v8::setAlpha</a></div><div class="ttdeci">auto setAlpha(double alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00357">cudnn_frontend_Operation.h:357</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a8a5466c444f2de721118334ac876c6ba"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">cudnn_frontend::BackendDescriptor::status</a></div><div class="ttdeci">cudnnStatus_t status</div><div class="ttdoc">Shared pointer of the OpaqueBackendPointer. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00158">cudnn_backend_base.h:158</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a62312f29dbbc7c11c1da54a2ad41c52f"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">cudnn_frontend::BackendDescriptor::pointer</a></div><div class="ttdeci">ManagedOpaqueDescriptor pointer</div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00156">cudnn_backend_base.h:156</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ae0e0256b292acd560accc1c02a6e393b"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">cudnn_frontend::Operation_v8::amatdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor amatdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00151">cudnn_frontend_Operation.h:151</a></div></div>
<div class="ttc" id="cudnn__frontend__ConvDesc_8h_html"><div class="ttname"><a href="../../d1/de7/cudnn__frontend__ConvDesc_8h.html">cudnn_frontend_ConvDesc.h</a></div></div>
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